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Public sector and academia — slow procurement cycles, but high political pressure on AI accountability.
Avg deployment
1%
across 274 tracked tasks
Velocity (QoQ)
+0.05pts/Q
deployment growth rate
Adoption signals
274
tracked in government / education
Capability evidence
1,118
peer-reviewed + benchmarked
HR Policy Development
2% deployment · capability 65% of human · 1 role use this task
Content Audit & Inventory
2% deployment · capability 55% of human · 1 role use this task
Content Gap Analysis
2% deployment · capability 59% of human · 1 role use this task
Competitor Content Analysis
1% deployment · capability 58% of human · 1 role use this task
Requirements Documentation
1% deployment · capability 59% of human · 1 role use this task
Content Brief Creation
Currently at 2% · accelerating at +0.13 pts/Q
Content Audit & Inventory
Currently at 2% · accelerating at +0.13 pts/Q
Audience Persona Development
Currently at 1% · accelerating at +0.12 pts/Q
Content Gap Analysis
Currently at 2% · accelerating at +0.12 pts/Q
Competitor Content Analysis
Currently at 1% · accelerating at +0.12 pts/Q
Code Review
confirmedMythos autonomously exploited a critical vulnerability in OpenBSD that survived 27 years of human code review, fuzzing, and professional security auditing
Quality threshold: 90% · Source: VentureBeat AI
Client Onboarding Orchestration
confirmedDemonstrated ability to autonomously execute multi-step workflows across complex enterprise applications with form handling and service orchestration represents meaningful improvement in computer use and automation capabilities.
Quality threshold: 88% · Source: ArXiv cs.AI
Root Cause Analysis
plausibleAI systems can perform code review with 93% accuracy using structured prompting techniques
Quality threshold: 85% · Source: VentureBeat AI
Performance Management
plausibleGPT-5.5 achieves best-in-class performance on coding benchmarks
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18 tasks tracked in government / education
Content Brief Creation
2% deployment · capability 49% of human · 1 role use this task
Backlog Grooming & Refinement
1% deployment · capability 59% of human · 1 role use this task
Technical Feasibility Assessment
1% deployment · capability 54% of human · 1 role use this task
Quality threshold: 85% · Source: Heise (DE Tech)
Cross-Team Coordination
confirmedMulti-AI-agent system demonstrated coordinating distributed AI training communications across domains and layers with ~98% task completion rate
Quality threshold: 85% · Source: Semantic Scholar